Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 338592 |
| Missing cells | 177435 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 334559 |
| Duplicate rows (%) | 98.8% |
| Total size in memory | 51.7 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 17 |
| Dataset has 334559 (98.8%) duplicate rows | Duplicates |
Honsyokin1 is highly correlated with Honsyokin2 and 3 other fields | High correlation |
Honsyokin2 is highly correlated with Honsyokin1 and 3 other fields | High correlation |
Honsyokin3 is highly correlated with Honsyokin1 and 3 other fields | High correlation |
Honsyokin4 is highly correlated with Honsyokin1 and 3 other fields | High correlation |
Honsyokin5 is highly correlated with Honsyokin1 and 3 other fields | High correlation |
Fukasyokin1 is highly correlated with Fukasyokin2 and 1 other fields | High correlation |
Fukasyokin2 is highly correlated with Fukasyokin1 and 1 other fields | High correlation |
Fukasyokin3 is highly correlated with Fukasyokin1 and 1 other fields | High correlation |
FukasyokinBefore1 is highly correlated with FukasyokinBefore2 | High correlation |
FukasyokinBefore2 is highly correlated with FukasyokinBefore1 | High correlation |
Fukasyokin5 is highly correlated with CourseKubunCD | High correlation |
CourseKubunCD is highly correlated with Fukasyokin5 | High correlation |
CourseKubunCD has 177435 (52.4%) missing values | Missing |
Honsyokin6 is highly skewed (γ1 = 31.61072505) | Skewed |
HonsyokinBefore1 is highly skewed (γ1 = 86.10465943) | Skewed |
HonsyokinBefore2 is highly skewed (γ1 = 55.706363) | Skewed |
HonsyokinBefore3 is highly skewed (γ1 = 30.79988175) | Skewed |
HonsyokinBefore4 is highly skewed (γ1 = 27.82624995) | Skewed |
HonsyokinBefore5 is highly skewed (γ1 = 26.26044884) | Skewed |
Fukasyokin1 is highly skewed (γ1 = 20.31334079) | Skewed |
Fukasyokin2 is highly skewed (γ1 = 22.48595087) | Skewed |
Fukasyokin3 is highly skewed (γ1 = 20.27179471) | Skewed |
Fukasyokin4 is highly skewed (γ1 = 40.69144719) | Skewed |
FukasyokinBefore1 is highly skewed (γ1 = 140.505371) | Skewed |
FukasyokinBefore2 is highly skewed (γ1 = 140.0771627) | Skewed |
Honsyokin6 has 337671 (99.7%) zeros | Zeros |
HonsyokinBefore1 has 338206 (99.9%) zeros | Zeros |
HonsyokinBefore2 has 337507 (99.7%) zeros | Zeros |
HonsyokinBefore3 has 336969 (99.5%) zeros | Zeros |
HonsyokinBefore4 has 336656 (99.4%) zeros | Zeros |
HonsyokinBefore5 has 336622 (99.4%) zeros | Zeros |
Fukasyokin1 has 250525 (74.0%) zeros | Zeros |
Fukasyokin2 has 250525 (74.0%) zeros | Zeros |
Fukasyokin3 has 250525 (74.0%) zeros | Zeros |
Fukasyokin4 has 338278 (99.9%) zeros | Zeros |
FukasyokinBefore1 has 338398 (99.9%) zeros | Zeros |
FukasyokinBefore2 has 338214 (99.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-07 13:02:42.543316 |
|---|---|
| Analysis finished | 2021-04-07 13:04:30.868375 |
| Duration | 1 minute and 48.33 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
TrackCDBefore
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| 0 | |
|---|---|
| 17 | 12 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000035441 |
| Min length | 1 |
Characters and Unicode
| Total characters | 338604 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 17 | 12 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 17 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 1 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 338604 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 1 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 338604 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 1 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338604 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 338580 | |
| 1 | 12 | < 0.1% |
| 7 | 12 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 177435 |
| Missing (%) | 52.4% |
| Memory size | 2.6 MiB |
| A | |
|---|---|
| B | |
| C | |
| D |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 161157 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | B |
| 3rd row | A |
| 4th row | B |
| 5th row | A |
| Value | Count | Frequency (%) |
| A | 76536 | |
| B | 51928 | 15.3% |
| C | 23987 | 7.1% |
| D | 8706 | 2.6% |
| (Missing) | 177435 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| a | 76536 | |
| b | 51928 | |
| c | 23987 | 14.9% |
| d | 8706 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 76536 | |
| B | 51928 | |
| C | 23987 | 14.9% |
| D | 8706 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 161157 |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 76536 | |
| B | 51928 | |
| C | 23987 | 14.9% |
| D | 8706 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 161157 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 76536 | |
| B | 51928 | |
| C | 23987 | 14.9% |
| D | 8706 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 161157 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 76536 | |
| B | 51928 | |
| C | 23987 | 14.9% |
| D | 8706 | 5.4% |
| Distinct | 141 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109045.3422 |
|---|---|
| Minimum | 35000 |
| Maximum | 3000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 35000 |
|---|---|
| 5-th percentile | 50000 |
| Q1 | 50000 |
| median | 72000 |
| Q3 | 105000 |
| 95-th percentile | 230000 |
| Maximum | 3000000 |
| Range | 2965000 |
| Interquartile range (IQR) | 55000 |
Descriptive statistics
| Standard deviation | 146874.2518 |
|---|---|
| Coefficient of variation (CV) | 1.346909908 |
| Kurtosis | 111.1193109 |
| Mean | 109045.3422 |
| Median Absolute Deviation (MAD) | 22000 |
| Skewness | 8.45679402 |
| Sum | 3.69218805 × 1010 |
| Variance | 2.157204584 × 1010 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50000 | 88949 | |
| 75000 | 33512 | 9.9% |
| 70000 | 32075 | 9.5% |
| 150000 | 14640 | 4.3% |
| 51000 | 14251 | 4.2% |
| 72000 | 13523 | 4.0% |
| 105000 | 11910 | 3.5% |
| 182000 | 11239 | 3.3% |
| 76000 | 8035 | 2.4% |
| 74000 | 7816 | 2.3% |
| Other values (131) | 102642 |
| Value | Count | Frequency (%) |
| 35000 | 78 | < 0.1% |
| 35500 | 15 | < 0.1% |
| 40000 | 1224 | |
| 42000 | 342 | 0.1% |
| 45000 | 343 | 0.1% |
| Value | Count | Frequency (%) |
| 3000000 | 141 | |
| 2500000 | 86 | < 0.1% |
| 2000000 | 144 | |
| 1800000 | 13 | < 0.1% |
| 1500000 | 266 |
| Distinct | 116 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43674.33519 |
|---|---|
| Minimum | 15000 |
| Maximum | 1200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 15000 |
|---|---|
| 5-th percentile | 20000 |
| Q1 | 20000 |
| median | 29000 |
| Q3 | 42000 |
| 95-th percentile | 96000 |
| Maximum | 1200000 |
| Range | 1185000 |
| Interquartile range (IQR) | 22000 |
Descriptive statistics
| Standard deviation | 59008.41008 |
|---|---|
| Coefficient of variation (CV) | 1.351100362 |
| Kurtosis | 109.9323862 |
| Mean | 43674.33519 |
| Median Absolute Deviation (MAD) | 9000 |
| Skewness | 8.426464182 |
| Sum | 1.47877805 × 1010 |
| Variance | 3481992460 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20000 | 102993 | |
| 30000 | 49225 | |
| 28000 | 34863 | 10.3% |
| 29000 | 15768 | 4.7% |
| 60000 | 14601 | 4.3% |
| 42000 | 14040 | 4.1% |
| 73000 | 11216 | 3.3% |
| 18000 | 7311 | 2.2% |
| 40000 | 6187 | 1.8% |
| 24000 | 5969 | 1.8% |
| Other values (106) | 76419 |
| Value | Count | Frequency (%) |
| 15000 | 14 | < 0.1% |
| 16000 | 1224 | 0.4% |
| 16500 | 207 | 0.1% |
| 17000 | 331 | 0.1% |
| 18000 | 7311 |
| Value | Count | Frequency (%) |
| 1200000 | 141 | |
| 1000000 | 86 | |
| 800000 | 144 | |
| 720000 | 13 | < 0.1% |
| 680000 | 17 | < 0.1% |
| Distinct | 107 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27608.88101 |
|---|---|
| Minimum | 9450 |
| Maximum | 750000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 9450 |
|---|---|
| 5-th percentile | 13000 |
| Q1 | 13000 |
| median | 18000 |
| Q3 | 26000 |
| 95-th percentile | 58000 |
| Maximum | 750000 |
| Range | 740550 |
| Interquartile range (IQR) | 13000 |
Descriptive statistics
| Standard deviation | 36855.81516 |
|---|---|
| Coefficient of variation (CV) | 1.334926075 |
| Kurtosis | 110.4754713 |
| Mean | 27608.88101 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 8.44937145 |
| Sum | 9348146240 |
| Variance | 1358351111 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13000 | 102844 | |
| 18000 | 50566 | |
| 19000 | 49114 | |
| 26000 | 15570 | 4.6% |
| 38000 | 14583 | 4.3% |
| 46000 | 11204 | 3.3% |
| 12000 | 10271 | 3.0% |
| 25000 | 6561 | 1.9% |
| 15000 | 6140 | 1.8% |
| 37000 | 5370 | 1.6% |
| Other values (97) | 66369 |
| Value | Count | Frequency (%) |
| 9450 | 30 | < 0.1% |
| 10000 | 1224 | |
| 10250 | 166 | < 0.1% |
| 10350 | 76 | < 0.1% |
| 11000 | 674 |
| Value | Count | Frequency (%) |
| 750000 | 141 | |
| 630000 | 86 | < 0.1% |
| 500000 | 144 | |
| 450000 | 13 | < 0.1% |
| 380000 | 266 |
| Distinct | 120 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16466.26926 |
|---|---|
| Minimum | 6000 |
| Maximum | 450000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 6000 |
|---|---|
| 5-th percentile | 7500 |
| Q1 | 7500 |
| median | 11000 |
| Q3 | 16000 |
| 95-th percentile | 35000 |
| Maximum | 450000 |
| Range | 444000 |
| Interquartile range (IQR) | 8500 |
Descriptive statistics
| Standard deviation | 22212.11398 |
|---|---|
| Coefficient of variation (CV) | 1.34894636 |
| Kurtosis | 109.6451671 |
| Mean | 16466.26926 |
| Median Absolute Deviation (MAD) | 3500 |
| Skewness | 8.422811245 |
| Sum | 5575347040 |
| Variance | 493378007.3 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11000 | 99654 | |
| 7500 | 88655 | |
| 27000 | 16133 | 4.8% |
| 23000 | 14632 | 4.3% |
| 7700 | 14176 | 4.2% |
| 16000 | 14043 | 4.1% |
| 15000 | 11410 | 3.4% |
| 22000 | 7289 | 2.2% |
| 6900 | 6952 | 2.1% |
| 9000 | 5989 | 1.8% |
| Other values (110) | 59659 |
| Value | Count | Frequency (%) |
| 6000 | 1252 | |
| 6250 | 219 | 0.1% |
| 6300 | 331 | 0.1% |
| 6400 | 14 | < 0.1% |
| 6800 | 343 | 0.1% |
| Value | Count | Frequency (%) |
| 450000 | 141 | |
| 380000 | 86 | < 0.1% |
| 300000 | 144 | |
| 270000 | 13 | < 0.1% |
| 230000 | 266 |
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10906.22132 |
|---|---|
| Minimum | 0 |
| Maximum | 300000 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5000 |
| Q1 | 5000 |
| median | 7200 |
| Q3 | 10500 |
| 95-th percentile | 23000 |
| Maximum | 300000 |
| Range | 300000 |
| Interquartile range (IQR) | 5500 |
Descriptive statistics
| Standard deviation | 14706.25771 |
|---|---|
| Coefficient of variation (CV) | 1.348428321 |
| Kurtosis | 110.6004489 |
| Mean | 10906.22132 |
| Median Absolute Deviation (MAD) | 2200 |
| Skewness | 8.436496863 |
| Sum | 3692759290 |
| Variance | 216274015.7 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5000 | 88624 | |
| 7500 | 33383 | 9.9% |
| 7000 | 32035 | 9.5% |
| 15000 | 14588 | 4.3% |
| 5100 | 14237 | 4.2% |
| 7200 | 13458 | 4.0% |
| 10500 | 11845 | 3.5% |
| 18200 | 11145 | 3.3% |
| 7600 | 7974 | 2.4% |
| 7400 | 7802 | 2.3% |
| Other values (161) | 103501 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 2000 | 13 | < 0.1% |
| 2300 | 13 | < 0.1% |
| 2400 | 26 | < 0.1% |
| 2500 | 206 |
| Value | Count | Frequency (%) |
| 300000 | 141 | |
| 250000 | 86 | < 0.1% |
| 200000 | 144 | |
| 180000 | 13 | < 0.1% |
| 150000 | 266 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.87614002 |
|---|---|
| Minimum | 0 |
| Maximum | 19500 |
| Zeros | 337671 |
| Zeros (%) | 99.7% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19500 |
| Range | 19500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 317.3554522 |
|---|---|
| Coefficient of variation (CV) | 22.87058591 |
| Kurtosis | 1268.993624 |
| Mean | 13.87614002 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.61072505 |
| Sum | 4698350 |
| Variance | 100714.4831 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 337671 | |
| 2500 | 206 | 0.1% |
| 3750 | 138 | < 0.1% |
| 9100 | 78 | < 0.1% |
| 3500 | 57 | < 0.1% |
| 5250 | 48 | < 0.1% |
| 7500 | 43 | < 0.1% |
| 7400 | 42 | < 0.1% |
| 3600 | 38 | < 0.1% |
| 10500 | 35 | < 0.1% |
| Other values (16) | 236 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 337671 | |
| 2000 | 13 | < 0.1% |
| 2300 | 13 | < 0.1% |
| 2400 | 26 | < 0.1% |
| 2500 | 206 | 0.1% |
| Value | Count | Frequency (%) |
| 19500 | 15 | < 0.1% |
| 14500 | 14 | < 0.1% |
| 11500 | 12 | < 0.1% |
| 10500 | 35 | |
| 9100 | 78 |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.0408988 |
|---|---|
| Minimum | 0 |
| Maximum | 970000 |
| Zeros | 338206 |
| Zeros (%) | 99.9% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 970000 |
| Range | 970000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8581.544188 |
|---|---|
| Coefficient of variation (CV) | 47.40113558 |
| Kurtosis | 8880.791198 |
| Mean | 181.0408988 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 86.10465943 |
| Sum | 61299000 |
| Variance | 73642900.65 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 338206 | |
| 50000 | 78 | < 0.1% |
| 75000 | 45 | < 0.1% |
| 150000 | 40 | < 0.1% |
| 182000 | 29 | < 0.1% |
| 148000 | 27 | < 0.1% |
| 70000 | 24 | < 0.1% |
| 970000 | 17 | < 0.1% |
| 520000 | 16 | < 0.1% |
| 140000 | 16 | < 0.1% |
| Other values (8) | 94 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 338206 | |
| 50000 | 78 | < 0.1% |
| 51000 | 15 | < 0.1% |
| 60000 | 11 | < 0.1% |
| 70000 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 970000 | 17 | |
| 520000 | 16 | |
| 210000 | 7 | < 0.1% |
| 182000 | 29 | |
| 178000 | 14 |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158.172668 |
|---|---|
| Minimum | 0 |
| Maximum | 390000 |
| Zeros | 337507 |
| Zeros (%) | 99.7% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 390000 |
| Range | 390000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4201.197954 |
|---|---|
| Coefficient of variation (CV) | 26.56083385 |
| Kurtosis | 4284.417466 |
| Mean | 158.172668 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 55.706363 |
| Sum | 53556000 |
| Variance | 17650064.25 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0 | 337507 | |
| 20000 | 300 | 0.1% |
| 30000 | 177 | 0.1% |
| 60000 | 79 | < 0.1% |
| 42000 | 74 | < 0.1% |
| 28000 | 66 | < 0.1% |
| 29000 | 61 | < 0.1% |
| 73000 | 52 | < 0.1% |
| 59000 | 36 | < 0.1% |
| 140000 | 27 | < 0.1% |
| Other values (15) | 213 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 337507 | |
| 18000 | 14 | < 0.1% |
| 20000 | 300 | 0.1% |
| 24000 | 11 | < 0.1% |
| 28000 | 66 | < 0.1% |
| Value | Count | Frequency (%) |
| 390000 | 17 | |
| 210000 | 16 | |
| 160000 | 11 | |
| 150000 | 12 | |
| 140000 | 27 |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.5117191 |
|---|---|
| Minimum | 0 |
| Maximum | 160000 |
| Zeros | 336969 |
| Zeros (%) | 99.5% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 160000 |
| Range | 160000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2508.978045 |
|---|---|
| Coefficient of variation (CV) | 18.79219339 |
| Kurtosis | 1274.516322 |
| Mean | 133.5117191 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.79988175 |
| Sum | 45206000 |
| Variance | 6294970.833 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 336969 | |
| 13000 | 449 | 0.1% |
| 19000 | 288 | 0.1% |
| 18000 | 192 | 0.1% |
| 38000 | 97 | < 0.1% |
| 25000 | 66 | < 0.1% |
| 46000 | 64 | < 0.1% |
| 24000 | 51 | < 0.1% |
| 26000 | 45 | < 0.1% |
| 12000 | 44 | < 0.1% |
| Other values (18) | 327 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 336969 | |
| 12000 | 44 | < 0.1% |
| 13000 | 449 | 0.1% |
| 18000 | 192 | 0.1% |
| 19000 | 288 | 0.1% |
| Value | Count | Frequency (%) |
| 160000 | 12 | |
| 110000 | 14 | |
| 100000 | 11 | |
| 98000 | 14 | |
| 95000 | 12 |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.2969119 |
|---|---|
| Minimum | 0 |
| Maximum | 93000 |
| Zeros | 336656 |
| Zeros (%) | 99.4% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 93000 |
| Range | 93000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1831.11213 |
|---|---|
| Coefficient of variation (CV) | 17.55672432 |
| Kurtosis | 978.8591497 |
| Mean | 104.2969119 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.82624995 |
| Sum | 35314100 |
| Variance | 3352971.634 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 336656 | |
| 11000 | 506 | 0.1% |
| 7500 | 385 | 0.1% |
| 15000 | 153 | < 0.1% |
| 27000 | 133 | < 0.1% |
| 23000 | 115 | < 0.1% |
| 7700 | 90 | < 0.1% |
| 16000 | 70 | < 0.1% |
| 59000 | 52 | < 0.1% |
| 26000 | 52 | < 0.1% |
| Other values (17) | 380 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 336656 | |
| 6900 | 30 | < 0.1% |
| 7200 | 28 | < 0.1% |
| 7500 | 385 | 0.1% |
| 7700 | 90 | < 0.1% |
| Value | Count | Frequency (%) |
| 93000 | 12 | |
| 78000 | 25 | |
| 77000 | 12 | |
| 65000 | 14 | |
| 62000 | 16 |
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.07305548 |
|---|---|
| Minimum | 0 |
| Maximum | 52000 |
| Zeros | 336622 |
| Zeros (%) | 99.4% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52000 |
| Range | 52000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1129.403666 |
|---|---|
| Coefficient of variation (CV) | 16.83841086 |
| Kurtosis | 890.9814597 |
| Mean | 67.07305548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.26044884 |
| Sum | 22710400 |
| Variance | 1275552.64 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 0 | 336622 | |
| 5000 | 425 | 0.1% |
| 7500 | 230 | 0.1% |
| 18200 | 134 | < 0.1% |
| 15000 | 92 | < 0.1% |
| 7000 | 79 | < 0.1% |
| 10500 | 71 | < 0.1% |
| 7600 | 69 | < 0.1% |
| 7200 | 65 | < 0.1% |
| 11000 | 55 | < 0.1% |
| Other values (33) | 750 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 336622 | |
| 4000 | 13 | < 0.1% |
| 4600 | 13 | < 0.1% |
| 4800 | 54 | < 0.1% |
| 5000 | 425 | 0.1% |
| Value | Count | Frequency (%) |
| 52000 | 25 | |
| 51000 | 12 | < 0.1% |
| 41000 | 16 | < 0.1% |
| 39000 | 53 | |
| 29000 | 14 | < 0.1% |
| Distinct | 222 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1856.040958 |
|---|---|
| Minimum | 0 |
| Maximum | 411110 |
| Zeros | 250525 |
| Zeros (%) | 74.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2100 |
| 95-th percentile | 4690 |
| Maximum | 411110 |
| Range | 411110 |
| Interquartile range (IQR) | 2100 |
Descriptive statistics
| Standard deviation | 13838.30814 |
|---|---|
| Coefficient of variation (CV) | 7.455820455 |
| Kurtosis | 445.5434246 |
| Mean | 1856.040958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.31334079 |
| Sum | 628440620 |
| Variance | 191498772.1 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 3500 | 4100 | 1.2% |
| 3430 | 3909 | 1.2% |
| 3570 | 3824 | 1.1% |
| 3640 | 3465 | 1.0% |
| 3360 | 3133 | 0.9% |
| 3850 | 2928 | 0.9% |
| 3710 | 2812 | 0.8% |
| 3780 | 2693 | 0.8% |
| 3920 | 2311 | 0.7% |
| Other values (212) | 58892 | 17.4% |
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 1120 | 5 | < 0.1% |
| 1190 | 12 | < 0.1% |
| 1260 | 17 | < 0.1% |
| 1330 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 411110 | 17 | |
| 390320 | 15 | |
| 378070 | 14 | |
| 373100 | 14 | |
| 364840 | 13 |
| Distinct | 222 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 538.34432 |
|---|---|
| Minimum | 0 |
| Maximum | 199350 |
| Zeros | 250525 |
| Zeros (%) | 74.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 600 |
| 95-th percentile | 1340 |
| Maximum | 199350 |
| Range | 199350 |
| Interquartile range (IQR) | 600 |
Descriptive statistics
| Standard deviation | 4178.689778 |
|---|---|
| Coefficient of variation (CV) | 7.76211362 |
| Kurtosis | 611.9730583 |
| Mean | 538.34432 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.48595087 |
| Sum | 182279080 |
| Variance | 17461448.26 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 1000 | 4100 | 1.2% |
| 980 | 3894 | 1.2% |
| 1020 | 3814 | 1.1% |
| 1040 | 3438 | 1.0% |
| 960 | 3120 | 0.9% |
| 1100 | 2928 | 0.9% |
| 1060 | 2788 | 0.8% |
| 1080 | 2704 | 0.8% |
| 1120 | 2311 | 0.7% |
| Other values (212) | 58970 | 17.4% |
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 320 | 5 | < 0.1% |
| 340 | 12 | < 0.1% |
| 360 | 17 | < 0.1% |
| 380 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 199350 | 17 | |
| 117460 | 17 | |
| 111520 | 15 | |
| 108020 | 14 | |
| 106600 | 14 |
| Distinct | 216 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 265.9456809 |
|---|---|
| Minimum | 0 |
| Maximum | 58730 |
| Zeros | 250525 |
| Zeros (%) | 74.0% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 300 |
| 95-th percentile | 670 |
| Maximum | 58730 |
| Range | 58730 |
| Interquartile range (IQR) | 300 |
Descriptive statistics
| Standard deviation | 1991.399779 |
|---|---|
| Coefficient of variation (CV) | 7.487994435 |
| Kurtosis | 442.5715978 |
| Mean | 265.9456809 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.27179471 |
| Sum | 90047080 |
| Variance | 3965673.079 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 500 | 4087 | 1.2% |
| 490 | 3881 | 1.1% |
| 510 | 3849 | 1.1% |
| 520 | 3452 | 1.0% |
| 480 | 3107 | 0.9% |
| 550 | 2938 | 0.9% |
| 530 | 2777 | 0.8% |
| 540 | 2725 | 0.8% |
| 560 | 2293 | 0.7% |
| Other values (206) | 58958 | 17.4% |
| Value | Count | Frequency (%) |
| 0 | 250525 | |
| 130 | 5 | < 0.1% |
| 160 | 22 | < 0.1% |
| 170 | 25 | < 0.1% |
| 180 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 58730 | 17 | |
| 55760 | 15 | |
| 54010 | 14 | |
| 53300 | 14 | |
| 52120 | 13 |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2750803327 |
|---|---|
| Minimum | 0 |
| Maximum | 660 |
| Zeros | 338278 |
| Zeros (%) | 99.9% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 660 |
| Range | 660 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.699870875 |
|---|---|
| Coefficient of variation (CV) | 35.26195705 |
| Kurtosis | 1883.12259 |
| Mean | 0.2750803327 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 40.69144719 |
| Sum | 93140 |
| Variance | 94.08749499 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 338278 | |
| 240 | 42 | < 0.1% |
| 280 | 34 | < 0.1% |
| 270 | 23 | < 0.1% |
| 190 | 20 | < 0.1% |
| 210 | 20 | < 0.1% |
| 160 | 17 | < 0.1% |
| 450 | 16 | < 0.1% |
| 330 | 15 | < 0.1% |
| 440 | 14 | < 0.1% |
| Other values (10) | 113 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 338278 | |
| 130 | 5 | < 0.1% |
| 160 | 17 | < 0.1% |
| 170 | 13 | < 0.1% |
| 190 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 660 | 12 | |
| 460 | 14 | |
| 450 | 16 | |
| 440 | 14 | |
| 420 | 12 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| 0 | |
|---|---|
| 170 | 13 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000076789 |
| Min length | 1 |
Characters and Unicode
| Total characters | 338618 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 338579 | |
| 170 | 13 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 338579 | |
| 170 | 13 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 338592 | |
| 1 | 13 | < 0.1% |
| 7 | 13 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 338618 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 338592 | |
| 1 | 13 | < 0.1% |
| 7 | 13 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 338618 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 338592 | |
| 1 | 13 | < 0.1% |
| 7 | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338618 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 338592 | |
| 1 | 13 | < 0.1% |
| 7 | 13 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.86964843 |
|---|---|
| Minimum | 0 |
| Maximum | 310100 |
| Zeros | 338398 |
| Zeros (%) | 99.9% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 310100 |
| Range | 310100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2200.478899 |
|---|---|
| Coefficient of variation (CV) | 123.1405815 |
| Kurtosis | 19794.97525 |
| Mean | 17.86964843 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 140.505371 |
| Sum | 6050520 |
| Variance | 4842107.386 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 338398 | |
| 3570 | 45 | < 0.1% |
| 3780 | 44 | < 0.1% |
| 3850 | 26 | < 0.1% |
| 310100 | 17 | < 0.1% |
| 13300 | 16 | < 0.1% |
| 3640 | 14 | < 0.1% |
| 3080 | 10 | < 0.1% |
| 2310 | 8 | < 0.1% |
| 2800 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 338398 | |
| 2310 | 8 | < 0.1% |
| 2730 | 7 | < 0.1% |
| 2800 | 7 | < 0.1% |
| 3080 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 310100 | 17 | < 0.1% |
| 13300 | 16 | < 0.1% |
| 3850 | 26 | |
| 3780 | 44 | |
| 3640 | 14 | < 0.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.749692846 |
|---|---|
| Minimum | 0 |
| Maximum | 88600 |
| Zeros | 338214 |
| Zeros (%) | 99.9% |
| Memory size | 2.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 88600 |
| Range | 88600 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 629.3501501 |
|---|---|
| Coefficient of variation (CV) | 109.4580471 |
| Kurtosis | 19713.76485 |
| Mean | 5.749692846 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 140.0771627 |
| Sum | 1946800 |
| Variance | 396081.6114 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 338214 | |
| 1020 | 55 | < 0.1% |
| 1080 | 44 | < 0.1% |
| 1040 | 41 | < 0.1% |
| 1100 | 26 | < 0.1% |
| 1060 | 24 | < 0.1% |
| 88600 | 17 | < 0.1% |
| 3800 | 16 | < 0.1% |
| 980 | 15 | < 0.1% |
| 1740 | 15 | < 0.1% |
| Other values (12) | 125 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 338214 | |
| 620 | 9 | < 0.1% |
| 660 | 8 | < 0.1% |
| 780 | 7 | < 0.1% |
| 800 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 88600 | 17 | |
| 3800 | 16 | |
| 1740 | 15 | |
| 1680 | 12 | |
| 1620 | 12 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| TrackCDBefore | CourseKubunCD | Honsyokin1 | Honsyokin2 | Honsyokin3 | Honsyokin4 | Honsyokin5 | Honsyokin6 | HonsyokinBefore1 | HonsyokinBefore2 | HonsyokinBefore3 | HonsyokinBefore4 | HonsyokinBefore5 | Fukasyokin1 | Fukasyokin2 | Fukasyokin3 | Fukasyokin4 | Fukasyokin5 | FukasyokinBefore1 | FukasyokinBefore2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | A | 148000 | 59000 | 37000 | 22000 | 14800 | 0 | 0 | 0 | 0 | 0 | 0 | 3570 | 1020 | 510 | 0 | 0 | 0 | 0 |
| 1 | 0 | B | 142000 | 57000 | 36000 | 21000 | 14200 | 0 | 0 | 0 | 0 | 0 | 0 | 3150 | 900 | 450 | 0 | 0 | 0 | 0 |
| 2 | 0 | A | 148000 | 59000 | 37000 | 22000 | 14800 | 0 | 0 | 0 | 0 | 0 | 0 | 2100 | 600 | 300 | 0 | 0 | 0 | 0 |
| 3 | 0 | B | 172000 | 69000 | 43000 | 26000 | 17200 | 0 | 0 | 0 | 0 | 0 | 0 | 4130 | 1180 | 590 | 0 | 0 | 0 | 0 |
| 4 | 0 | A | 148000 | 59000 | 37000 | 22000 | 14800 | 0 | 0 | 0 | 0 | 0 | 0 | 3570 | 1020 | 510 | 0 | 0 | 0 | 0 |
| 5 | 0 | A | 105000 | 42000 | 26000 | 16000 | 10500 | 0 | 0 | 0 | 0 | 0 | 0 | 4970 | 1420 | 710 | 0 | 0 | 0 | 0 |
| 6 | 0 | A | 105000 | 42000 | 26000 | 16000 | 10500 | 0 | 0 | 0 | 0 | 0 | 0 | 4060 | 1160 | 580 | 0 | 0 | 0 | 0 |
| 7 | 0 | A | 71000 | 28000 | 18000 | 11000 | 7100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 0 | B | 142000 | 57000 | 36000 | 21000 | 14200 | 0 | 0 | 0 | 0 | 0 | 0 | 3710 | 1060 | 530 | 0 | 0 | 0 | 0 |
| 9 | 0 | B | 71000 | 28000 | 18000 | 11000 | 7100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| TrackCDBefore | CourseKubunCD | Honsyokin1 | Honsyokin2 | Honsyokin3 | Honsyokin4 | Honsyokin5 | Honsyokin6 | HonsyokinBefore1 | HonsyokinBefore2 | HonsyokinBefore3 | HonsyokinBefore4 | HonsyokinBefore5 | Fukasyokin1 | Fukasyokin2 | Fukasyokin3 | Fukasyokin4 | Fukasyokin5 | FukasyokinBefore1 | FukasyokinBefore2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 338582 | 0 | B | 140000 | 56000 | 35000 | 21000 | 14000 | 0 | 0 | 0 | 0 | 0 | 0 | 3990 | 1140 | 570 | 0 | 0 | 0 | 0 |
| 338583 | 0 | B | 140000 | 56000 | 35000 | 21000 | 14000 | 0 | 0 | 0 | 0 | 0 | 0 | 3990 | 1140 | 570 | 0 | 0 | 0 | 0 |
| 338584 | 0 | B | 51000 | 20000 | 13000 | 7700 | 5100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338585 | 0 | B | 51000 | 20000 | 13000 | 7700 | 5100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338586 | 0 | NaN | 76000 | 30000 | 19000 | 11000 | 7600 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338587 | 0 | B | 76000 | 30000 | 19000 | 11000 | 7600 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338588 | 0 | B | 240000 | 96000 | 60000 | 36000 | 24000 | 0 | 0 | 0 | 0 | 0 | 0 | 2590 | 740 | 370 | 0 | 0 | 0 | 0 |
| 338589 | 0 | B | 51000 | 20000 | 13000 | 7700 | 5100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338590 | 0 | B | 51000 | 20000 | 13000 | 7700 | 5100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 338591 | 0 | B | 70000 | 28000 | 18000 | 11000 | 7000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Most frequent
| TrackCDBefore | CourseKubunCD | Honsyokin1 | Honsyokin2 | Honsyokin3 | Honsyokin4 | Honsyokin5 | Honsyokin6 | HonsyokinBefore1 | HonsyokinBefore2 | HonsyokinBefore3 | HonsyokinBefore4 | HonsyokinBefore5 | Fukasyokin1 | Fukasyokin2 | Fukasyokin3 | Fukasyokin4 | Fukasyokin5 | FukasyokinBefore1 | FukasyokinBefore2 | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 0 | A | 50000 | 20000 | 13000 | 7500 | 5000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17111 |
| 1360 | 0 | B | 50000 | 20000 | 13000 | 7500 | 5000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12108 |
| 24 | 0 | A | 70000 | 28000 | 18000 | 11000 | 7000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9670 |
| 2395 | 0 | C | 50000 | 20000 | 13000 | 7500 | 5000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6041 |
| 1368 | 0 | B | 70000 | 28000 | 18000 | 11000 | 7000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5427 |
| 38 | 0 | A | 75000 | 30000 | 19000 | 11000 | 7500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4398 |
| 1380 | 0 | B | 75000 | 30000 | 19000 | 11000 | 7500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3345 |
| 13 | 0 | A | 51000 | 20000 | 13000 | 7700 | 5100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3063 |
| 2401 | 0 | C | 70000 | 28000 | 18000 | 11000 | 7000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2873 |
| 2986 | 0 | D | 50000 | 20000 | 13000 | 7500 | 5000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2011 |